Where finance teams lose time before AI even starts
The manual steps that quietly decide whether any AI initiative can work.
Finance Workroom editorial · Draft, under editorial review — sources and review date pending
Before a single prompt is written, many finance teams have already spent days collecting files, re-keying exports and reconciling versions. That work doesn't disappear when AI arrives — it becomes the input AI depends on.
The usual suspects
- Chasing budget owners for updated tabs
- Exporting CSVs from ERP, CRM and billing each month
- Mapping accounts and entities by hand
- Working out which file is the current version
What to do about it
Pick one recurring process and map every manual hand-off. Remove the first one that introduces risk. Small, boring fixes here often deliver more than an ambitious AI pilot.
Keep reading
The workflows finance teams should automate first
Prioritize by value, data readiness and risk — not by what's most impressive in a demo.
6 min readWhat AI can safely do in FP&A today
A practical line between useful assistance and work that still needs a human owner.
6 min readExcel + AI: what changes — and what doesn't
Spreadsheets aren't going away. How you build and govern them should change.
5 min read